FWD PRO - Universal AI Expert Collaboration System

Version 2.2 - November 2025

Better conversations lead to better outcomes.

Every founder deserves expert collaboration that helps them thrive. FWD PRO gives you a team of AI experts who work together naturally - building features with TDD, creating pitch decks with verified research, writing legal docs, launching marketing campaigns, and more.

---

🚀 What You Can Do

FWD PRO helps you build faster by giving you specialized AI experts who work together in an organized system:

$3

- Create investor pitch decks - from first draft to final version
- Generate business plans with market research and competitive analysis
- Write investor updates and financial projections
- Prepare due diligence materials

$3

- Write technical specifications before building
- Implement features with quality checks and code review
- Fix bugs with architectural guidance
- Plan roadmaps with feasibility assessments

$3

- Build marketing plans and go-to-market strategies
- Create content: landing pages, blog posts, email campaigns
- Launch campaigns with audience targeting and metrics
- Analyze competitors and market positioning

$3

- Generate privacy policies and terms of service
- Create compliance checklists (GDPR, HIPAA, etc.)
- Review contracts and agreements
- Get guidance on regulatory requirements

$3

- Make big decisions with multiple expert perspectives
- Plan quarterly and annual roadmaps
- Evaluate pivots and strategic shifts
- Coordinate complex multi-phase launches

Everything organized in one place. Everything tracked. Everything gets smarter as you personalize it.

---

⚡ Quick Start

``bash

`Install FWD PRO in your project`


npx @fwd-ai/pro install
Answer 14-19 questions (depends on what you're building)

FWD PRO sets up everything automatically


That's it! You now have:
- ✅ A team of AI experts ready to help
- ✅ Document processing tools (PDF, Word, Excel)
- ✅ Organized workspace and collaboration system
- ✅ Everything you need to start building
$3

`bash

`Update to the latest version (preserves all your data)`


npx @fwd-ai/pro update

Or using your package manager:`bash

`Using pnpm`


pnpm update @fwd-ai/pro
Using npm

npm update @fwd-ai/pro
Or force latest version

pnpm add @fwd-ai/pro@latest


Updates work like app updates - your documents, workspace, and settings are automatically preserved while system files are updated.
---
📊 How It Works
$3

When you type @denny or @create, FWD PRO automatically:

1. Triggers activation rule (.cursor/rules/experts/denny.mdc or .cursor/rules/commands/create.mdc) 2. Loads expert personality + workflow patterns 3. Enforces quality standards (checklists/standards automatically loaded) 4. Expert responds with full context and domain expertise

You just type @denny or @create - the system handles the rest!

---

`$3`

Imagine a conference room with your expert team: - Whiteboards on the wall - Project dashboard (Monday.com-style) - Your clipboard - Action items (ticket-style, scannable) - Expert notebooks - AI context (you never read these) - Documents folder - Final deliverables

`$3`


Read just TWO files to see everything:

1. roundtable/whiteboards.md- Project status dashboard - What each expert is working on - Current status and blockers - High-level overview

2. roundtable/[your-name]-checklist.md- Your action items - Ticket-style format (scannable!) - Things YOU need to do - Created by experts when they need you

`$3`


- Workspaces - AI-optimized context (experts use these, you don't!)
- Whiteboards - Human-readable dashboard (everyone reads)
- Checklist - Your tickets (clean, visual, actionable)
- Documents - Final deliverables (organized by type)
$3

Multiple specialized experts collaborate naturally:
- ✅ Group chat style - Experts discuss with each other (not sequential handoffs!)
- ✅ Research verified - All claims backed by real sources (no made-up stats)
- ✅ Token efficient - Iterate in chat before writing docs (saves money)
- ✅ Natural conversation - Just talk about your project, AI updates context
- ✅ Cross-validated - Experts check each other's work
---
👥 Your Expert Team
When you install FWD PRO, you get all 6 core experts plus optional domain experts:
- Genna (Chief Architect) - Vision, strategy, big-picture thinking
- Denny (Systems Architect) - Technical design and architecture
- Ada (Lead Engineer) - Implementation, testing, code review
- Lyna (External Strategy) - Fundraising, pitch decks, investor relations
- Benji (Internal Growth) - Marketing, operations, growth strategy
- Elle (Legal Counsel) - Compliance, contracts, legal guidance
- [Custom Expert] - Optional domain expert for YOUR industry

ALL experts are always available! Based on your work types, certain experts get quick-access shortcuts in the 0-your-experts/ folder, but you can @mention any expert anytime from pro-os/experts/.

Experts adapt to your communication style: professional, friendly, casual, direct, or supportive.

---

`💡 Real Workflows`

`$3`

bash
@denny @create-specflow user authentication


Timeline: 1-2 weeks
- Denny creates technical spec with TDD structure
- Elle reviews security/compliance
- Ada implements with tests-first approach
- Mandatory QA phase before completion
- Feature complete!

Alternative (flexible):`bash @denny @create spec for user authentication`

`$3`

bash
@lyna @create pitch deck for [investor type]


Timeline: 2-3 days
- Lyna performs market research (web search for TAM, competitors)
- Creates outline with verified data
- Denny validates technical claims
- Benji reviews messaging
- Genna checks strategic alignment
- Deck ready with REAL sources! (Not made-up stats)
$3

bash
@benji @plan launch campaign for [product]


Timeline: 1-2 days
- Research target audience and channels
- Create content strategy
- Build campaign timeline
- Set metrics and tracking
- Campaign ready to execute!
$3

bash
@rt [anything to review]


Timeline: Same day
- All relevant experts review SIMULTANEOUSLY
- Experts discuss with each other naturally
- Cross-validate perspectives
- You see authentic collaboration
- Genna synthesizes consensus
- You decide next steps!
---
📁 What You Get
After installation, your project has:

`your-project/ ├── .fwdpro/ │ ├── *welcome.md ← Start here! │ ├── 0-roundtable/ ← Your dashboard │ │ ├── whiteboards.md ← Expert collaboration │ │ ├── [your-name]-checklist.md ← Your action items │ │ └── workspace/ ← Active work │ ├── 0-your-experts/ ← Quick access to YOUR experts │ ├── 0-your-commands/ ← Quick access to commands │ ├── documents/ ← Finished deliverables │ │ └── [AI organizes intuitively by type] │ └── pro-os/ ← The expert system │ ├── experts/ ← Expert personalities (6 core + custom) │ ├── commands/ ← Available commands │ │ ├── [universal commands] ← create, execute, analyze, etc. │ │ ├── flows/ ← Structured workflows (TDD, roundtable) │ │ └── system/ ← System management commands │ ├── system/ ← Workflow patterns & standards │ │ ├── patterns/ ← Workflow guides │ │ ├── standards/ ← Formatting & style │ │ └── checklists/ ← Quality validation │ ├── user-docs/ ← User guides & FAQs │ └── project/ ← Your project context │ ├── config.yaml ← System configuration │ ├── founder-profile.md ← How you work │ ├── project-kb.md ← Project facts │ ├── mission.md ← Product vision │ └── people.md ← Team, advisors, investors`

---

`✨ What Makes FWD PRO Different`

`$3`


Read/write PDF, Word, and Excel files out-of-the-box. No setup needed. Experts can process contracts, generate reports, extract data, and create professional documents automatically.
$3

Works for ANY business - not just software. Restaurant? Law firm? Telecom? FWD PRO adapts to your industry.
$3

Not just chat - a conference room with your expert team. Clear organization: whiteboards for status, checklist for actions, documents for deliverables.
$3

Not generic AI or task-running agents - named experts with personalities who collaborate naturally. They discuss, cross-validate, and coordinate like real people.
$3

The system adapts to YOUR organization style. Just talk about your project naturally - AI updates context automatically (with your permission).
$3

Choose communication styles, set technical level, work via voice or text. System adjusts to YOUR workflow, not vice versa.
$3

See all expert discussions, handoffs, and decision-making. Nothing hidden - you're in the room for everything.
$3

All statistics and claims backed by REAL sources. No made-up research. Experts verify with web search before citing data.
$3

Experts iterate in chat before writing documents. Saves you money while producing better results.
---
🎯 Key Concepts
$3

All experts work together in one place. Like a conference room with:
- Status boards (whiteboards)
- Expert notebooks (workspaces - AI-optimized)
- Your clipboard (checklist - scannable tickets)
- Deliverables folder (documents)
$3

Project dashboard showing what each expert is working on. High-level status, blockers, progress. Human-readable, Monday.com-style.
$3

AI-optimized context files with decisions, thread references, and collaboration notes. You DON'T read these - just ask experts in chat if you need info!
$3

Your action items in ticket format. Scannable, visual, minimal text. Only things YOU need to do.
$3

FWD PRO learns how YOU work:
- Communication preferences
- Technical expertise level
- Working style and tools
- Industry and domain focus
Experts adapt to YOU, not the other way around.
$3

FWD PRO creates quick-access shortcuts based on what you're doing:
- Building something? → Denny + Ada get shortcuts
- Raising money? → Lyna gets a shortcut
- Marketing? → Benji gets a shortcut
- Legal needs? → Elle gets a shortcut
All experts are always available - shortcuts just make the most relevant ones easier to find.
---
🎤 Accessibility
FWD PRO is designed for clarity and flexibility:
- Voice or text - Works great with dictation, rambling, or structured input
- Clear structure - Information organized without overwhelming complexity
- Flexible communication - Adapts to how YOU naturally work
- Works for all cognitive styles - Including neurodivergent users
---
📚 Learn More

After installation, check: -.fwdpro/*welcome.md- Start here! Quick orientation -.fwdpro/pro-os/user-docs/user-guide/getting-started.md- Complete walkthrough -.fwdpro/pro-os/user-docs/user-guide/common-workflows.md- Real examples with timelines -.fwdpro/pro-os/user-docs/faqs/- Common questions -.fwdpro/0-your-experts/README.md- Your expert team reference -.fwdpro/0-your-commands/README.md- Available commands -.fwdpro/pro-os/experts/README.md- All experts (core + custom) -.fwdpro/pro-os/commands/` - All available commands

---

🙏 Inspired By

FWD PRO was inspired by and learned from:
- BMAD-METHOD™ - Quality systems and workflow patterns
- Agent-OS - Context management and three-phase workflows

We're grateful for these systems and proud to build on their foundations.

---

📜 License

MIT License with attribution requirements.

Trademarks:
- FWD AI™ (ecosystem) is a trademark of ArcCar LLC dba ForwardNexus
- FWD PRO™ (product) is a trademark of ArcCar LLC dba ForwardNexus
- FWD PRO Expert System™ (including expert personas) is a trademark of ArcCar LLC dba ForwardNexus

See LICENSE for full details.

---

🤝 Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

Key points:
- Keep it universal (non-software projects too!)
- Discuss big changes first
- Follow the code style
- Test thoroughly

---

💬 Support

- Issues: GitHub Issues
- Discussions: GitHub Discussions
- Contact: info@fwdnxs.com
- Company: fwdnxs.com

---

✨ Philosophy

> "Better conversations lead to better outcomes. Everyone deserves the chance to thrive."

FWD PRO democratizes access to expert collaboration - not just for developers, but for ALL founders building ANY business. When you have better conversations with AI experts who truly collaborate, you build better things.

Let's build together! 🚀

---

Made with ❤️ by William "Ward" Prejean / ArcCar LLC dba ForwardNexus

FWD PRO - Universal AI Expert Collaboration System

Version 2.2 - November 2025

Better conversations lead to better outcomes.

---

🚀 What You Can Do

FWD PRO helps you build faster by giving you specialized AI experts who work together in an organized system:

$3

- Write technical specifications before building
- Implement features with quality checks and code review
- Fix bugs with architectural guidance
- Plan roadmaps with feasibility assessments

$3

- Generate privacy policies and terms of service
- Create compliance checklists (GDPR, HIPAA, etc.)
- Review contracts and agreements
- Get guidance on regulatory requirements

$3

- Make big decisions with multiple expert perspectives
- Plan quarterly and annual roadmaps
- Evaluate pivots and strategic shifts
- Coordinate complex multi-phase launches

Everything organized in one place. Everything tracked. Everything gets smarter as you personalize it.

---

⚡ Quick Start

``bash

`Install FWD PRO in your project`


npx @fwd-ai/pro install
Answer 14-19 questions (depends on what you're building)

FWD PRO sets up everything automatically


That's it! You now have:
- ✅ A team of AI experts ready to help
- ✅ Document processing tools (PDF, Word, Excel)
- ✅ Organized workspace and collaboration system
- ✅ Everything you need to start building
$3

`bash

`Update to the latest version (preserves all your data)`


npx @fwd-ai/pro update

Or using your package manager:`bash

`Using pnpm`


pnpm update @fwd-ai/pro
Using npm

npm update @fwd-ai/pro
Or force latest version

pnpm add @fwd-ai/pro@latest


Updates work like app updates - your documents, workspace, and settings are automatically preserved while system files are updated.
---
📊 How It Works
$3

When you type @denny or @create, FWD PRO automatically:

You just type @denny or @create - the system handles the rest!

---

`$3`


Read just TWO files to see everything:

1. roundtable/whiteboards.md- Project status dashboard - What each expert is working on - Current status and blockers - High-level overview

2. roundtable/[your-name]-checklist.md- Your action items - Ticket-style format (scannable!) - Things YOU need to do - Created by experts when they need you

`$3`


- Workspaces - AI-optimized context (experts use these, you don't!)
- Whiteboards - Human-readable dashboard (everyone reads)
- Checklist - Your tickets (clean, visual, actionable)
- Documents - Final deliverables (organized by type)
$3

Multiple specialized experts collaborate naturally:
- ✅ Group chat style - Experts discuss with each other (not sequential handoffs!)
- ✅ Research verified - All claims backed by real sources (no made-up stats)
- ✅ Token efficient - Iterate in chat before writing docs (saves money)
- ✅ Natural conversation - Just talk about your project, AI updates context
- ✅ Cross-validated - Experts check each other's work
---
👥 Your Expert Team
When you install FWD PRO, you get all 6 core experts plus optional domain experts:
- Genna (Chief Architect) - Vision, strategy, big-picture thinking
- Denny (Systems Architect) - Technical design and architecture
- Ada (Lead Engineer) - Implementation, testing, code review
- Lyna (External Strategy) - Fundraising, pitch decks, investor relations
- Benji (Internal Growth) - Marketing, operations, growth strategy
- Elle (Legal Counsel) - Compliance, contracts, legal guidance
- [Custom Expert] - Optional domain expert for YOUR industry

Experts adapt to your communication style: professional, friendly, casual, direct, or supportive.

---

`💡 Real Workflows`

`$3`

bash
@denny @create-specflow user authentication


Timeline: 1-2 weeks
- Denny creates technical spec with TDD structure
- Elle reviews security/compliance
- Ada implements with tests-first approach
- Mandatory QA phase before completion
- Feature complete!

Alternative (flexible):`bash @denny @create spec for user authentication`

`$3`

bash
@lyna @create pitch deck for [investor type]


Timeline: 2-3 days
- Lyna performs market research (web search for TAM, competitors)
- Creates outline with verified data
- Denny validates technical claims
- Benji reviews messaging
- Genna checks strategic alignment
- Deck ready with REAL sources! (Not made-up stats)
$3

bash
@benji @plan launch campaign for [product]


Timeline: 1-2 days
- Research target audience and channels
- Create content strategy
- Build campaign timeline
- Set metrics and tracking
- Campaign ready to execute!
$3

bash
@rt [anything to review]


Timeline: Same day
- All relevant experts review SIMULTANEOUSLY
- Experts discuss with each other naturally
- Cross-validate perspectives
- You see authentic collaboration
- Genna synthesizes consensus
- You decide next steps!
---
📁 What You Get
After installation, your project has:

---

`✨ What Makes FWD PRO Different`

`$3`


Read/write PDF, Word, and Excel files out-of-the-box. No setup needed. Experts can process contracts, generate reports, extract data, and create professional documents automatically.
$3

Works for ANY business - not just software. Restaurant? Law firm? Telecom? FWD PRO adapts to your industry.
$3

Not just chat - a conference room with your expert team. Clear organization: whiteboards for status, checklist for actions, documents for deliverables.
$3

Not generic AI or task-running agents - named experts with personalities who collaborate naturally. They discuss, cross-validate, and coordinate like real people.
$3

The system adapts to YOUR organization style. Just talk about your project naturally - AI updates context automatically (with your permission).
$3

Choose communication styles, set technical level, work via voice or text. System adjusts to YOUR workflow, not vice versa.
$3

See all expert discussions, handoffs, and decision-making. Nothing hidden - you're in the room for everything.
$3

All statistics and claims backed by REAL sources. No made-up research. Experts verify with web search before citing data.
$3

Experts iterate in chat before writing documents. Saves you money while producing better results.
---
🎯 Key Concepts
$3

All experts work together in one place. Like a conference room with:
- Status boards (whiteboards)
- Expert notebooks (workspaces - AI-optimized)
- Your clipboard (checklist - scannable tickets)
- Deliverables folder (documents)
$3

Project dashboard showing what each expert is working on. High-level status, blockers, progress. Human-readable, Monday.com-style.
$3

AI-optimized context files with decisions, thread references, and collaboration notes. You DON'T read these - just ask experts in chat if you need info!
$3

Your action items in ticket format. Scannable, visual, minimal text. Only things YOU need to do.
$3

FWD PRO learns how YOU work:
- Communication preferences
- Technical expertise level
- Working style and tools
- Industry and domain focus
Experts adapt to YOU, not the other way around.
$3

FWD PRO creates quick-access shortcuts based on what you're doing:
- Building something? → Denny + Ada get shortcuts
- Raising money? → Lyna gets a shortcut
- Marketing? → Benji gets a shortcut
- Legal needs? → Elle gets a shortcut
All experts are always available - shortcuts just make the most relevant ones easier to find.
---
🎤 Accessibility
FWD PRO is designed for clarity and flexibility:
- Voice or text - Works great with dictation, rambling, or structured input
- Clear structure - Information organized without overwhelming complexity
- Flexible communication - Adapts to how YOU naturally work
- Works for all cognitive styles - Including neurodivergent users
---
📚 Learn More

---

🙏 Inspired By

FWD PRO was inspired by and learned from:
- BMAD-METHOD™ - Quality systems and workflow patterns
- Agent-OS - Context management and three-phase workflows

We're grateful for these systems and proud to build on their foundations.

---

📜 License

MIT License with attribution requirements.

See LICENSE for full details.

---

🤝 Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

Key points:
- Keep it universal (non-software projects too!)
- Discuss big changes first
- Follow the code style
- Test thoroughly

---

💬 Support

- Issues: GitHub Issues
- Discussions: GitHub Discussions
- Contact: info@fwdnxs.com
- Company: fwdnxs.com

---

✨ Philosophy

> "Better conversations lead to better outcomes. Everyone deserves the chance to thrive."

Let's build together! 🚀

---

Made with ❤️ by William "Ward" Prejean / ArcCar LLC dba ForwardNexus